Random Walks and Diffusions on Graphs and Databases

Name: Random Walks and Diffusions on Graphs and Databases
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 9783642195914
Price: 551.23 RON
Availability: InStock

An Introduction

Autor: Philippe Blanchard, Dimitri Volchenkov

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Legare: Copertă tare

Editura: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Disponibilitate: În depozitul extern

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Most networks and databases that humans have to deal with contain large, albeit finite number of uni...

Informații despre carte

Autor

Philippe Blanchard, Dimitri Volchenkov

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2011

Pagini

262

EAN

9783642195914

ISBN

3642195911

Enbook ID

01657537

Editura

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Greutate

552

Dimensiuni

163 x 237 x 21

Descriere completă

Most networks and databases that humans have to deal with contain large, albeit finite number of units. Their structure, for maintaining functional consistency of the components, is essentially not random and calls for a precise quantitative description of relations between nodes (or data units) and all network components. This book is an introduction, for both graduate students and newcomers to the field, to the theory of graphs and random walks on such graphs. The methods based on random walks and diffusions for exploring the structure of finite connected graphs and databases are reviewed (Markov chain analysis). This provides the necessary basis for consistently discussing a number of applications such diverse as electric resistance networks, estimation of land prices, urban planning, linguistic databases, music, and gene expression regulatory networks.

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Random Walks and Diffusions on Graphs and Databases

An Introduction

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Descriere completă

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